Li Ren

4 papers · 2015–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

AAAI (1) CVPR (1) ICCV (1) ICLR (1)

Top co-authors

Chen Chen (3) Liqiang Wang (3) Kien Hua (2) Jingkuan Song (1) Guoyu Lu (1) Yan Yan (1) Kien A. Hua (1) Nicu Sebe (1) Chandra Kambhamettu (1)

Research topics

Machine Learning (4) Core Methods (4) Computer Vision (3) Deep Learning (2) Analysis (2) Architectures (2) Core AI (2) Artificial Intelligence (1) Application Areas (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Techniques (1)

Keywords

vision transformer (2) parameter-efficient fine-tuning (2) deep metric learning (2) embedding space (1) image retrieval (1) feature matching (1) structure from motion (1) 3d localization (1) semantic information (1) distance metric (1) visual prompt (1) visual prompt tuning (1) 3d model (1) view invariance (1) semantic guidance (1) proxy-based learning (1) image-based localization (1) proxy learning (1) metric learning (1) point retrieval (1)

Papers

DA-VPT: Semantic-Guided Visual Prompt Tuning for Vision Transformers CVPR 2025 Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learning ICLR 2024 Towards Improved Proxy-Based Deep Metric Learning via Data-Augmented Domain Adaptation AAAI 2024 Localize Me Anywhere, Anytime: A Multi-Task Point-Retrieval Approach ICCV 2015